Quick-Start Guide to the Data Science Bowl Lung Cancer Detection Challenge, Using Deep Learning, Microsoft Cognitive Toolkit and Azure GPU VMs

This post is by Miguel Fierro, Data Scientist, Ye Xing, Senior Data Scientist, and Tao Wu, Principal Data Scientist Manager, all at Microsoft. Since its launch in mid-January, the Data Science Bowl Lung Cancer Detection Competition has attracted more than 1,000 submissions. To be successful in this competition, data scientists need to be able to… Read more

Cloud-Scale Text Classification with Convolutional Neural Networks on Microsoft Azure

This post is by Miguel Fierro, Ilia Karmanov, Thomas Delteil, Andreas Argyriou, and Max Kaznady, all Data Scientists at Microsoft. Natural Language Processing (NLP) is one of the fields in which deep learning has made significant progress. Specifically, the area of text classification, where the objective is to categorize documents, paragraphs or individual sentences into… Read more

Revolutionizing Retail Through Personalization and Advanced Analytics – Free White Paper & Webinar

The way people shop has changed considerably in recent years. These days, people comparison shop on the go, receive promotional deals at their fingertips, and all get the information they need to make buying decisions in near real time. If you are in the retail business, you need to get ahead of the curve and… Read more

Load Data Directly from Azure Data Lake into Azure SQL Data Warehouse Using Polybase

Re-posted from the Azure blog. NOTE: This post was updated on Tuesday February 14th 2017, including an update to the title. Azure SQL Data Warehouse (Azure SQL DW, or just SQL DW for short) is a SQL-based fully managed, petabyte-scale data warehousing solution in the cloud. It is highly elastic, enabling you to provision in minutes and scale… Read more

Home Appliances, Vending Machines – Even Cruise Ships – Get an Infusion of Cortana Intelligence & Machine Learning

A quick overview of recent customer case studies involving the application of Microsoft’s AI, Big Data & Machine Learning offerings. Carnival Maritime Predicts Water Consumption on Cruise Ships The Costa Group’s fleet of 26 cruise ships sail all over the world. The industrial equipment on their ships have thousands of sensors that collect data in… Read more